Nitin Kulkarni
Ph.D. Candidate at the University at Buffalo
- Role
- Machine Learning Engineer at ACV Auctions
- Location
- Buffalo, NY, US
- LinkedIn followers
- 500 followers
About Nitin Kulkarni
Ph.D. Candidate at the State University of New York at Buffalo. I build 3D models and apply Reinforcement Learning to solve real-world problems in Multi-Agent Systems for Pandemic Forecasting and Response Optimization, Wildfire Prediction and Mitigation, and assisting medical professionals.
Experience
Machine Learning Engineer
Jan 2024 — Present · Buffalo, NY, US
Developed a data-driven framework to identify common vehicle issues by analyzing model, year, engine, and transmission, improving defect detection and reducing arbitration claims. Enhanced vehicle inspections by integrating accident and maintenance history, creating tailored prompts and guidelines that improved accuracy. Built a 3D modeling pipeline with an SOTA learned feature extractor and matcher to create high-fidelity 3D models of vehicle undercarriages, enabling efficient inspections and increasing customer trust. Expanding to 3D models of the vehicle exterior.
Education
University at Buffalo
Master of Science - MS, Computer Science
Mahatma Gandhi Mission's College Of Engineering and Technology, Navi Mumbai
Bachelor of Engineering - BE, Computer Engineering
2015 — 2019
University at Buffalo
Doctor of Philosophy - PhD, Computer Science
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